#TeamINF at SemEval-2018 Task 2: Emoji Prediction in Tweets

Alison Ribeiro, Nádia Silva


Abstract
In this paper, we describe a methodology to predict emoji in tweets. Our approach is based on the classic bag-of-words model in conjunction with word embeddings. The used classification algorithm was Logistic Regression. This architecture was used and evaluated in the context of the SemEval 2018 challenge (task 2, subtask 1).
Anthology ID:
S18-1064
Volume:
Proceedings of The 12th International Workshop on Semantic Evaluation
Month:
June
Year:
2018
Address:
New Orleans, Louisiana
Venue:
*SEMEVAL
SIGs:
SIGLEX | SIGSEM
Publisher:
Association for Computational Linguistics
Note:
Pages:
415–418
Language:
URL:
https://www.aclweb.org/anthology/S18-1064
DOI:
10.18653/v1/S18-1064
Bib Export formats:
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PDF:
http://aclanthology.lst.uni-saarland.de/S18-1064.pdf